// Corresponds to https://github.com/hastic/hastic-server/blob/master/server/src/models/analytic_unit.ts import { AnalyticService } from '../services/analytic_service' import { AnalyticUnitId, AnalyticUnit, AnalyticUnitsSet, AnalyticSegment, AnalyticSegmentsSearcher, AnalyticSegmentPair } from '../models/analytic_unit'; import { MetricExpanded } from '../models/metric'; import { DatasourceRequest } from '../models/datasource'; import { Segment, SegmentId } from '../models/segment'; import { SegmentsSet } from '../models/segment_set'; import { SegmentArray } from '../models/segment_array'; import { ANALYTIC_UNIT_COLORS } from '../colors'; import { Emitter } from 'grafana/app/core/utils/emitter'; import _ from 'lodash'; export const REGION_FILL_ALPHA = 0.7; export const REGION_STROKE_ALPHA = 0.9; export const REGION_DELETE_COLOR_LIGHT = '#d1d1d1'; export const REGION_DELETE_COLOR_DARK = 'white'; export class AnalyticController { private _analyticUnitsSet: AnalyticUnitsSet; private _selectedAnalyticUnitKey: AnalyticUnitId = null; private _labelingDataAddedSegments: SegmentsSet; private _labelingDataDeletedSegments: SegmentsSet; private _newAnalyticUnit: AnalyticUnit = null; private _creatingNewAnalyticType: boolean = false; private _savingNewAnalyticUnit: boolean = false; private _tempIdCounted: number = -1; private _graphLocked: boolean = false; private _currentColorIndex: number = 0; private _statusRunners: Set = new Set(); constructor(private _panelObject: any, private _analyticService: AnalyticService, private _emitter: Emitter) { if(_panelObject.anomalyTypes === undefined) { _panelObject.anomalyTypes = []; } this._labelingDataAddedSegments = new SegmentArray(); this._labelingDataDeletedSegments = new SegmentArray(); this._analyticUnitsSet = new AnalyticUnitsSet(this._panelObject.anomalyTypes); this.analyticUnits.forEach(a => this.runEnabledWaiter(a)); this._currentColorIndex = this._panelObject.anomalyTypes.length % ANALYTIC_UNIT_COLORS.length; } getSegmentsSearcher(): AnalyticSegmentsSearcher { return this._segmentsSearcher.bind(this); } private _segmentsSearcher(point: number, rangeDist: number): AnalyticSegmentPair[] { var result: AnalyticSegmentPair[] = []; this._analyticUnitsSet.items.forEach(at => { var segs = at.segments.findSegments(point, rangeDist); segs.forEach(s => { result.push({ anomalyType: at, segment: s }); }) }) return result; } createNew() { this._newAnalyticUnit = new AnalyticUnit(); this._creatingNewAnalyticType = true; this._savingNewAnalyticUnit = false; this._newAnalyticUnit.color = ANALYTIC_UNIT_COLORS[this._currentColorIndex]; this._currentColorIndex++; this._currentColorIndex %= ANALYTIC_UNIT_COLORS.length; } async saveNew(metricExpanded: MetricExpanded, datasourceRequest: DatasourceRequest, panelId: number) { this._savingNewAnalyticUnit = true; this._newAnalyticUnit.id = await this._analyticService.postNewItem( metricExpanded, datasourceRequest, this._newAnalyticUnit, panelId ); this._analyticUnitsSet.addItem(this._newAnalyticUnit); this._creatingNewAnalyticType = false; this._savingNewAnalyticUnit = false; this.runEnabledWaiter(this._newAnalyticUnit); this._runStatusWaiter(this._newAnalyticUnit); } get creatingNew() { return this._creatingNewAnalyticType; } get saving() { return this._savingNewAnalyticUnit; } get newAnalyticUnit(): AnalyticUnit { return this._newAnalyticUnit; } get graphLocked() { return this._graphLocked; } set graphLocked(value) { this._graphLocked = value; } get labelingAnomaly(): AnalyticUnit { if(this._selectedAnalyticUnitKey === null) { return null; } return this._analyticUnitsSet.byId(this._selectedAnalyticUnitKey); } async toggleAnomalyTypeLabelingMode(key: AnalyticUnitId) { if(this.labelingAnomaly && this.labelingAnomaly.saving) { throw new Error('Can`t toggel during saving'); } if(this._selectedAnalyticUnitKey === key) { return this.disableLabeling(); } await this.disableLabeling(); this._selectedAnalyticUnitKey = key; this.labelingAnomaly.selected = true; this.toggleVisibility(key, true); } async disableLabeling() { if(this._selectedAnalyticUnitKey === null) { return; } this.labelingAnomaly.saving = true; var newIds = await this._saveLabelingData(); this._labelingDataAddedSegments.getSegments().forEach((s, i) => { this.labelingAnomaly.segments.updateId(s.id, newIds[i]); }) this.labelingAnomaly.saving = false; var anomaly = this.labelingAnomaly; this.dropLabeling(); this._runStatusWaiter(anomaly); } undoLabeling() { this._labelingDataAddedSegments.getSegments().forEach(s => { this.labelingAnomaly.segments.remove(s.id); }); this._labelingDataDeletedSegments.getSegments().forEach(s => { this.labelingAnomaly.segments.addSegment(s); }); this.dropLabeling(); } dropLabeling() { this._labelingDataAddedSegments.clear(); this._labelingDataDeletedSegments.clear(); this.labelingAnomaly.selected = false; this._selectedAnalyticUnitKey = null; this._tempIdCounted = -1; } get labelingMode(): boolean { return this._selectedAnalyticUnitKey !== null; } get labelingDeleteMode(): boolean { if(!this.labelingMode) { return false; } return this.labelingAnomaly.deleteMode; } addLabelSegment(segment: Segment) { var asegment = this.labelingAnomaly.addLabeledSegment(segment); this._labelingDataAddedSegments.addSegment(asegment); } get analyticUnits(): AnalyticUnit[] { return this._analyticUnitsSet.items; } onAnomalyColorChange(key: AnalyticUnitId, value) { this._analyticUnitsSet.byId(key).color = value; } fetchAnomalyTypesStatuses() { this.analyticUnits.forEach(a => this._runStatusWaiter(a)); } async fetchAnomalyTypesSegments(from: number, to: number) { if(!_.isNumber(+from)) { throw new Error('from isn`t number'); } if(!_.isNumber(+to)) { throw new Error('to isn`t number'); } var tasks = this.analyticUnits.map(a => this.fetchSegments(a, from, to)); return Promise.all(tasks); } async fetchSegments(anomalyType: AnalyticUnit, from: number, to: number): Promise { if(!_.isNumber(+from)) { throw new Error('from isn`t number'); } if(!_.isNumber(+to)) { throw new Error('to isn`t number'); } var allSegmentsList = await this._analyticService.getSegments(anomalyType.id, from, to); var allSegmentsSet = new SegmentArray(allSegmentsList); if(anomalyType.selected) { this._labelingDataAddedSegments.getSegments().forEach(s => allSegmentsSet.addSegment(s)); this._labelingDataDeletedSegments.getSegments().forEach(s => allSegmentsSet.remove(s.id)); } anomalyType.segments = allSegmentsSet; } private async _saveLabelingData(): Promise { var anomaly = this.labelingAnomaly; if(anomaly === null) { throw new Error('anomaly is not selected'); } if( this._labelingDataAddedSegments.length === 0 && this._labelingDataDeletedSegments.length === 0 ) { return []; } return this._analyticService.updateSegments( anomaly.id, this._labelingDataAddedSegments, this._labelingDataDeletedSegments ); } // TODO: move to renderer updateFlotEvents(isEditMode, options) { if(options.grid.markings === undefined) { options.markings = []; } for(var i = 0; i < this.analyticUnits.length; i++) { var anomalyType = this.analyticUnits[i]; var borderColor = addAlphaToRGB(anomalyType.color, REGION_STROKE_ALPHA); var fillColor = addAlphaToRGB(anomalyType.color, REGION_FILL_ALPHA); var segments = anomalyType.segments.getSegments(); if(!anomalyType.visible) { continue; } if(isEditMode && this.labelingMode) { if(anomalyType.selected) { borderColor = addAlphaToRGB(borderColor, 0.7); fillColor = addAlphaToRGB(borderColor, 0.7); } else { continue; } } var rangeDist = +options.xaxis.max - +options.xaxis.min; segments.forEach(s => { var expanded = s.expandDist(rangeDist, 0.01); options.grid.markings.push({ xaxis: { from: expanded.from, to: expanded.to }, color: fillColor }); options.grid.markings.push({ xaxis: { from: expanded.from, to: expanded.from }, color: borderColor }); options.grid.markings.push({ xaxis: { from: expanded.to, to: expanded.to }, color: borderColor }); }); } } deleteLabelingAnomalySegmentsInRange(from: number, to: number) { var allRemovedSegs = this.labelingAnomaly.removeSegmentsInRange(from, to); allRemovedSegs.forEach(s => { if(!this._labelingDataAddedSegments.has(s.id)) { this._labelingDataDeletedSegments.addSegment(s); } }); this._labelingDataAddedSegments.removeInRange(from, to); } toggleDeleteMode() { if(!this.labelingMode) { throw new Error('Cant enter delete mode is labeling mode disabled'); } this.labelingAnomaly.deleteMode = !this.labelingAnomaly.deleteMode; } removeAnomalyType(key) { if(key === this._selectedAnalyticUnitKey) { this.dropLabeling(); } this._analyticUnitsSet.removeItem(key); } private async _runStatusWaiter(anomalyType: AnalyticUnit) { if(anomalyType === undefined || anomalyType === null) { throw new Error('anomalyType not defined'); } if(anomalyType.id === undefined) { throw new Error('anomalyType.id is undefined'); } if(this._statusRunners.has(anomalyType.id)) { return; } this._statusRunners.add(anomalyType.id); var statusGenerator = this._analyticService.getStatusGenerator( anomalyType.id, 1000 ); for await (const data of statusGenerator) { let status = data.status; let error = data.errorMessage; if(anomalyType.status !== status) { anomalyType.status = status; if(error !== undefined) { anomalyType.error = error; } this._emitter.emit('anomaly-type-status-change', anomalyType); } if(!anomalyType.isActiveStatus) { break; } } this._statusRunners.delete(anomalyType.id); } async runEnabledWaiter(anomalyType: AnalyticUnit) { var enabled = await this._analyticService.getAlertEnabled(anomalyType.id); if(anomalyType.alertEnabled !== enabled) { anomalyType.alertEnabled = enabled; this._emitter.emit('anomaly-type-alert-change', anomalyType); } } async toggleAlertEnabled(anomalyType: AnalyticUnit) { var enabled = anomalyType.alertEnabled; anomalyType.alertEnabled = undefined; await this._analyticService.setAlertEnabled(anomalyType.id, enabled); anomalyType.alertEnabled = enabled; this._emitter.emit('anomaly-type-alert-change', anomalyType); } public getIdForNewLabelSegment() { this._tempIdCounted--; return this._tempIdCounted; } public toggleVisibility(key: AnalyticUnitId, value?: boolean) { var anomaly = this._analyticUnitsSet.byId(key); if(value !== undefined) { anomaly.visible = value; } else { anomaly.visible = !anomaly.visible; } } } function addAlphaToRGB(colorString: string, alpha: number): string { let color = tinycolor(colorString); if (color.isValid()) { color.setAlpha(color.getAlpha() * alpha); return color.toRgbString(); } else { return colorString; } }